ssvep

There are 4 repositories under ssvep topic.

• DeepBCI / Deep-BCI

  An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

  bcideep-learningbrainssveperpmotor-imagerycognitiveeegnirsopen-source
  Language:C 371

• nikk-nikaznan / SSVEP-Neural-Generative-Models

  Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification

  deep-learningeeg-signalsgenerative-adversarial-networkpytorchssvep
  Language:Python 59

• okbalefthanded / bci_toolbox

  Classification toolbox for ERP and SSVEP based BCI data

  brain-computer-interfaceeegmachine-learningclassificationbenchmarkingerpssvep
  Language:MATLAB 51

• ryanlintott / SSVEP_keyboard

  The SSVEP Keyboard works with the icibici hardware. Once connected you should be able to look at keys and it will type them for you.

  ssvepsmartphone-bcikeyboardflickereegunityfrequencysignal
  Language:C# 43

• sylvchev / dataset-ssvep-exoskeleton

  SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either controlled with a touchless interface detecting hand poses or with BCI.

  exoskeletonbcissvepdatasetarm-exoskeletonstimulation
  39

• nikk-nikaznan / Subject-Invariant-SSVEP-GAN

  Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI.

  deep-learningeeg-ganeeg-signalsgenerative-adversarial-networkpytorchssvep
  Language:Python 36

• jinglescode / ssvep-multi-task-learning

  Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.

  eegdeep-learningconvolutional-neural-networkpytorchbrain-computer-interfacebcicnnmultitask-learningssvep
  Language:Python 35

• pikipity / SSVEP-Analysis-Toolbox

  Python package for SSVEP datasets and algorithms

  bcissvep
  Language:Python 28

• eugeneALU / CECNL_RealTimeBCI

  Leverage SSVEP to control drone in real time

  bcidemodronerealtimessvep
  Language:Python 22

• chaklam-silpasuwanchai / Python-for-EEG

  A basic demonstration how to use Python, MNE, and PyTorch to analyze EEG signal.

  alphaasymmetrycanonical-correlation-analysisdeep-learningeegemotionmachine-learningmotor-imageryneural-networkp300pythonssvep
  Language:Jupyter Notebook 21

• chaklam-silpasuwanchai / EEG-Real-Time-Applications

  EEG BCI Real-Time Applications: Contains real-time demonstrations of BCI applications

  bcieegmotor-imageryp300signal-processingssvep
  Language:Jupyter Notebook 20

• edwin465 / SSVEP-OACCA

  The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)

  oaccassvepcca
  Language:MATLAB 16

• edwin465 / SSVEP-tlCCA

  Matlab code of our IEEE TASE paper "Wong, C. M., Wang, Z., Rosa, A. C., Chen, C. P., Jung, T. P., Hu, Y., & Wan, F. (2021). Transferring subject-specific knowledge across stimulus frequencies in SSVEP-based BCIs. IEEE Transactions on Automation Science and Engineering, 18(2), 552-563."

  ccassvepssvep-bcitdcatrcatlcca
  Language:MATLAB 15

• aaravindravi / PythonBox_OpenViBE_SSVEP_CCA

  SSVEP Brain Computer Interface - Example code for real-time detection of SSVEP using the Canonical Correlation Analysis (CCA) code in real-time. Implemented using OpenViBE and Python

  brain-computer-interfacessvepcca
  Language:Python 14

• soheilbr82 / Mind-Controlled-Virtual-Car

  eegssvepsmrvirtual-reality-gamebrain-computer-interface
  Language:C# 12

• RandyDeng / SSVEP-BCI-Research

  High School SSVEP-BCI Research Project to improve classification accuracy of captured EEG signals

  bcibrain-computer-interfacecsharpeeg-signalsmatlabssvept-test
  Language:C# 10

• neuroergoISAE / FlickersOnTop

  C# program to superpose SSVEP and c-VEP flickers on top of other graphical interfaces

  bcipsychopy3ssvepvepc-vepcvepguipsychtoolbox
  Language:C# 9

• nikk-nikaznan / SSVEP_Stimuli

  Code to accompany our International Conference on Robotics and Automation (ICRA) paper entitled - Using variable natural environment brain-computer interface stimuli for real-time humanoid robot navigation.

  bci-systemsdeep-learningeeg-classificationpsychopyssd-ssvep-stimulissvepstimuli
  Language:Python 9

• kkt-ee / DATAMINING-SSVEP-CCA-RQA-MLP-CAFFEINE

  Data mining based approach to study the effect of caffeinated coffee on SSVEP brain signals. https://doi.org/10.1016/j.compbiomed.2019.103526

  mlp-classifierrecurrence-quantification-analysiscanonical-correlation-analysisssvepmultilayer-perceptron-networkpwelchcovariance-plotmatlab-code
  Language:MATLAB 8

• nikk-nikaznan / SCU

  Code to accompany our 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) paper entitled - On the classification of SSVEP-based dry-EEG signals via convolutional neural networks.

  cnn-classificationdeep-learningeeg-signalspytorchssvep
  Language:Python 8

• pikipity / Stimulus-stimulus_transfer_based_on_time-frequency-joint_representation_SSVEP_BCIs

  Simulations of stimulus-stimulus transfer based on time-frequency-joint representation in SSVEP-based BCIs. The proposed stimulus-stimulus transfer method has been published in IEEE TBME (DOI: 10.1109/TBME.2022.3198639)

  ssvepafdtransfer-learning
  Language:MATLAB 8

• THU-BCI / uniBrain-Speller

  uniBrain Speller: A one-stop, user-friendly, open-source brain-computer interface speller software developed by Prof. Gao Xiaorong's team at Tsinghua University, China, designed for various users including patients, researchers, and practitioners.

  bcibci-spellerbrainbraincomputerinterfacessvepssvep-bci
  Language:Python 7

• ibrahimjad / VisualStimuli

  Library for visual flickering stimuli to evoke SSVEP response

  eegglfw-opengl-libraryglfw3ssvep
  Language:C++ 4

• ahtolee / GazeBasedEpochSelection

  Gaze data -based epoch selection algorithm for eye tracker assisted visual evoked potential paradigm

  eyetrackereegepochssegmentationeprimetobii-eye-trackergazevepgaze-dataepoch-selection-algorithmssvep
  Language:MATLAB 3

• AryaKoureshi / SSVEP-Frequency-Analysis

  This repository contains code for analyzing Steady-State Visually Evoked Potential (SSVEP) signals recorded from EEG data. The goal of this analysis is to determine the stimulation frequency from the EEG signals recorded in each test. Two methods are employed: Frequency Content Plotting and Canonical Correlation Analysis (CCA).

  ccaeegfrequency-analysisssvepsvdwelchpython
  Language:Jupyter Notebook 3

• okbalefthanded / aawedha

  Deep Learning toolbox for EEG based Brain-Computer Interface signals decoding and benchmarking

  deep-learningbrain-computer-interfaceeegmachine-learningbenchmarkerpssvepmotor-imagery
  Language:Python 3

• prashanth-prakash / wheel-msi

  brain-computer-interfacessvepeegccamsi
  Language:MATLAB 3

• anthonyesp / SSVEPcharacterization

  Data and code for the metrological characterization of a low-cost wearable brain-computer interface

  eegcalibrationcharacterizationtestingsmart-glassesbrain-computer-interfacessvepmatlablow-costwearableextended-realityoptical
  Language:MATLAB 2

• antiingel / ITR-optimisation

  Direct ITR optimisation for SSVEP-based BCI

  bciinformation-theoryoptimisationssvep
  Language:Python 2

• basverkennis / EEGamers

  Unity gaming project for the BR41N.io Hackathon at g.tec's Spring School 2023. Unicorn Unity Interface Hybrid Black and real-time EEG data.

  bcibci-protypingbrain-computer-interfacecvepssvepssvep-bcisteady-state-visually-evoked-potentialsunity3d-games
  2

• hci-lab-um / web-ssvep-stimuli-generators

  CSS and WebGL were adopted to implement four cross-platform Steady State Visually Evoked Potential (SSVEP) stimuli-generator libraries, whose stimuli are produced via constant-period and square wave approximation techniques, for use in a Brain-Computer Interface (BCI) context. These libraries are configured to run as spellers, yet can easily be altered to cater for a wide range of use cases.

  ssvepssvep-bcicss3webgljavascript
  Language:JavaScript 2

• RuixinLuo / transfer-learning-canonical-correlation-analysis-tlCCA--python

  transfer learning canonical correlation analysis for SSVEP-BCIs

  bcissveptlcca
  Language:Python 2

• alken01 / BCI

  Master Thesis: Evaluating a Binocular SSVEP Paradigm in Virtual Reality

  bcibiomedical-signal-processingcomputational-neurosciencessvep
  Language:Jupyter Notebook 1

• antiingel / information-bottleneck-BCI

  Information Bottleneck as Optimisation Method for SSVEP-Based BCI

  ssvepbciinformation-bottleneckoptimisationinformation-theory
  Language:Python 1

• karahanyilmazer / NeuroTechX-Hackathon-neuroexon

  Neuroexon presents a hybrid-BCI system that utilizes motor imagery (MI) and steady-state visual-evoked potential (SSVEP) to control a one degree of freedom arm exoskeleton which provides the user with haptic feedback.

  bcieegexoskeletonmotor-imageryssvep
  Language:Python 1

• thinknew / BCIWorkshop

  Workshop on standardized Brain-Computer Interface Framework

  brain-computer-interfaceeegeeg-analysisexperimental-paradigmmachine-learningp300ssvepstandardunity3dworkshop
  Language:C# 1